Cognitive Digital Biomarkers from Automated Transcription of Spoken Language

BACKGROUND

Although patients with Alzheimer's disease and other cognitive-related neurodegenerative disorders may benefit from early detection, development of a reliable diagnostic test has remained elusive. The penetration of digital voice-recording technologies and multiple cognitive processes deployed when constructing spoken responses might offer an opportunity to predict cognitive status.

OBJECTIVE

To determine whether cognitive status might be predicted from voice recordings of neuropsychological testing.

DESIGN

Comparison of acoustic and (para)linguistic variables from low-quality automated transcriptions of neuropsychological testing (n = 200) versus variables from high-quality manual transcriptions (n = 127). We trained a logistic regression classifier to predict cognitive status, which was tested against actual diagnoses.

SETTING

Observational cohort study.

PARTICIPANTS

146 participants in the Framingham Heart Study.

MEASUREMENTS

Acoustic and either paralinguistic variables (e.g., speaking time) from automated transcriptions or linguistic variables (e.g., phrase complexity) from manual transcriptions.

RESULTS

Models based on demographic features alone were not robust (area under the receiver-operator characteristic curve [AUROC] 0.60). Addition of clinical and standard acoustic features boosted the AUROC to 0.81. Additional inclusion of transcription-related features yielded an AUROC of 0.90.

CONCLUSIONS

The use of voice-based digital biomarkers derived from automated processing methods, combined with standard patient screening, might constitute a scalable way to enable early detection of dementia.

Activation of immune cell proteasomes in peripheral blood of smokers and COPD patients - implications for therapy

Immune cells contain a specialised type of proteasome, i.e. the immunoproteasome, which is required for intracellular protein degradation. Immunoproteasomes are key regulators of immune cell differentiation, inflammatory activation and autoimmunity. Immunoproteasome function in peripheral immune cells might be altered by smoking and in COPD thereby affecting immune cell responses.We here analysed the expression and activity of proteasome complexes in peripheral blood mononuclear cells (PBMC) isolated from healthy male young smokers as well as from patients with severe COPD and compared them to matching controls. Proteasome expression was upregulated in COPD patients as assessed by RT-qPCR and mass spectrometry-based proteomics analysis. Proteasome activity was quantified using activity-based probes and native gel analysis. We observed distinct activation of immunoproteasomes in the peripheral blood cells of young male smokers and severely ill COPD patients. Native gel analysis and linear regression modeling confirmed robust activation and elevated assembly of 20S proteasomes, which correlated significantly with reduced lung function parameters in COPD patients. The immunoproteasome was distinctly activated in COPD patients upon inflammatory cytokine stimulation of PBMCs in vitro Inhibition of the immunoproteasome reduced proinflammatory cytokine expression in COPD-derived blood immune cells.Given the crucial role of chronic inflammatory signalling and the emerging involvement of autoimmune responses in COPD, therapeutic targeting of the immunoproteasome might represent a novel therapeutic concept for COPD.

544 Vasculitic Subglottic Stenosis: A Question of Immunosuppression?

Introduction

Subglottic stenosis (SGS) is the commonest manifestation of tracheobronchial disease in granulomatosis with polyangiitis (GPA) and carries a high degree of morbidity.

Management of SGS-GPA is a double-edged sword. Delayed treatment may cause respiratory compromise and infectious complications. However, aggressive surgical management may initiate a systemic inflammatory response, reactivating the vasculitic cascade and potentially lead to long-term complications including renal vasculitis and consequential end-stage renal failure.

There is currently no internationally agreed management strategy for this disease.

Method

This retrospective review was undertaken to analyse our unique combination of surgical dilatations and immunosuppressive-focused adjuvant management strategy between years 2011-2020.

Results

Sixteen of our one hundred and nine GPA patients (14.7%) had SGS and were included in our analysis. Whilst three patients (18.8%) improved solely on medical treatment, thirteen (81.3%) required combined surgery and immunosuppression (consisting of cyclophosphamide or Rituximab regimens). Thirty-nine surgical dilatations and two tracheostomies were performed over a mean 53-month follow-up period, with a calculated mean procedure rate of one every 24.8 months (2.7 - 89 months).

Conclusions

Our current management strategy affords a lower procedure rate at every 24.8 months compared to other published studies with combined procedure rate at every 14.9 months.

Gender and health literacy: men's health beliefs and behaviour in Trinidad

Gender variations in health literacy have implications for engagement in preventive behaviours and the uptake of health services, especially in areas such as the Caribbean where there are marked disparities in life expectancy and health service utilization. A self-reported questionnaire was used to examine men's concepts of health, their help-seeking behaviours and their functional and interactive health literacy. Two hundred and forty-eight men across the life course participated at three sites in Trinidad. Data were analysed using descriptive statistics, with free-text responses analysed thematically. Men were concerned about, and accepted responsibility for their own health but social norms concerning sickness and masculinity were barriers to accessing health services. Almost one-third (31.5%) sought advice from a healthcare service when they were last sick because they were prompted to do so by their wife/partner or family. Levels of functional and interactive health literacy were not high among older men, who were reliant on healthcare professionals to communicate health messages. There was an age divide in e-health literacy. There is little published evidence on men's health literacy, particularly from Caribbean countries such as Trinidad and Tobago. This study highlights the importance of the design and implementation of specific policies focusing on men's health. A major challenge is to engage with men who do not access health services.

P6296The role of extracellular matrix protein 1 (ECM1) - a novel link between inflammation and cardiac fibrosis

Introduction

Cardiac fibrosis is a severe consequence of cardiovascular disease and aging, in which we currently have no effective treatments. The mechanisms underpinning the development of cardiac fibrosis remains poorly understood. Our preliminary data suggested extracellular matrix protein 1 (ECM1) is involved in cardiac fibrosis. We therefore aimed to investigate the role of ECM1 in several fibrotic cardiac diseases.

Methods

Young and ageing (3m/18m) male C57BL/6 mice, and primary mouse cardiac fibroblast (cFB) cultures, commercial human cardiac fibroblasts (Hu-cFB), human coronary artery endothelial cell (HCAEC)/smooth muscle cell (HCASMC), and human cardiac myocyte (HCM) cell lines were used. Young mice were subject to myocardial infarction (MI, 3-day/28-day, n=6/6), or pressure overload (TAC, 3-day/13-week, n=4/4). Left ventricle (LV) was collected at all time-points, and at 18m (ageing; n=3). Spleen and bone marrow was extracted from young control mice. Hu-cFB cells were treated with recombinant ECM1 (20ng/ml) for either 10, 30 or 50 min, or 48h. Immunoblotting was conducted on all samples, qPCR on LV tissue only, density gradient centrifugation and multicolour flow cytometry coupled with fluorescent ECM1 mRNA in-situ hybridisation (FISH-Flow) on bone marrow cells.

Results

ECM1 expression was upregulated in ageing LV (mRNA 2.2±0.1-fold, p=0.0002; protein 2.0-fold, p=0.0006), day-3 post-MI (mRNA, 4.9±2.0-fold, p=0.004; protein, 3.0-fold, p=0.004), a trend of ECM1 upregulation was observed at day-28 post-MI (mRNA, 13.2±12.0-fold, p=0.003; protein, 1.8-fold, p=0.2), but no change post-TAC. Both ERK1/2 and AKT phosphorylation was upregulated 10 min post-ECM1 treatment of Hu-cFBs (ERK1/2, 2.0-fold, p<0.0001; AKT, 1.9-fold, p<0.0001), and Collagen-I protein expression was upregulated 48h post-ECM1 treatment (1.9-fold, p=0.004). ECM1 protein was not expressed in cFB, Hu-cFB, HCAEC, HCASMC or HCM, however ECM1 protein was highly expressed in spleen and bone marrow; to a greater extent in granulocytes compared to monocytes (p=0.004). tSNE analysis of ECM1 mRNA FISH-Flow revealed ECM1+ are highly granular, moderate to large in size, and express (to varying levels) CD45, CD11b, CD11c, F4/80, Ly6-C, Ly-6G, and FcεrI-α. However ECM1+ cells did not express markers indicative of smaller cells (CD3 or MHC II).

Conclusions

These data demonstrate that ECM1 plays a role in ageing and post-MI fibrosis. Although ECM1 was not produced by resident cardiac cells, it was highly expressed in spleen and bone marrow; specifically, large, granular bone marrow cell sub-types such as granulocytes and/or macrophages. Our data suggest ECM1 is expressed by cardiac infiltrating leukocytes to provoke fibroblast collagen expression in a disease specific manner; potentially via the ERK1/2 and/or AKT pathway activation. Therefore, ECM1 warrants further investigation, and may be a promising target for the treatment of fibrotic cardiac diseases.

Acknowledgement/Funding

John hunter hospital charitable trust, Hunter medical research institute (HMRI) grants

Systematic reporting to improve the emergency medical response to major incidents: a pilot study

Background

Major incidents affect us globally, and are occurring with increasing frequency. There is still no evidence-based standard regarding the best medical emergency response to major incidents. Currently, reports on major incidents are non-standardised and variable in quality. This pilot study examines the first systematic reports from a consensus-based, freely accessible database, aiming to identify how descriptive analysis of reports submitted to this database can be used to improve the major incident response.

Methods

Majorincidentreporting.net is a website collecting reports on major incidents using a standardised template. Data from these reports were analysed to compare the emergency response to each incident.

Results

Data from eight reports showed that effective triage by experienced individuals and the use of volunteers for transport were notable successes of the major incident response. Inadequate resources, lack of a common triage system, confusion over command and control and failure of communication were reported failures. The following trends were identified: Fires had the slowest times for several aspects of the response and the only three countries to have a single dialling number for all three emergency services had faster response times. Helicopter Emergency Medical services (HEMS) were used for transport and treatment in rural locations and for triage and treatment in urban locations. In two incidents, a major incident was declared before the arrival of the first Emergency Medical Services (EMS) personnel.

Conclusion

This study shows that we can obtain relevant data from major incidents by using systematic reporting. Though the sample size from this pilot study is not large enough to draw any specific conclusions it illustrates the potential for future analyses. Identified lessons could be used to improve the emergency medical response to major incidents.

Can we identify patients at risk of life-threatening allergic reactions to food?

Anaphylaxis has been defined as a 'severe, life-threatening generalized or systemic hypersensitivity reaction'. However, data indicate that the vast majority of food-triggered anaphylactic reactions are not life-threatening. Nonetheless, severe life-threatening reactions do occur and are unpredictable. We discuss the concepts surrounding perceptions of severe, life-threatening allergic reactions to food by different stakeholders, with particular reference to the inclusion of clinical severity as a factor in allergy and allergen risk management. We review the evidence regarding factors that might be used to identify those at most risk of severe allergic reactions to food, and the consequences of misinformation in this regard. For example, a significant proportion of food-allergic children also have asthma, yet almost none will experience a fatal food-allergic reaction; asthma is not, in itself, a strong predictor for fatal anaphylaxis. The relationship between dose of allergen exposure and symptom severity is unclear. While dose appears to be a risk factor in at least a subgroup of patients, studies report that individuals with prior anaphylaxis do not have a lower eliciting dose than those reporting previous mild reactions. It is therefore important to consider severity and sensitivity as separate factors, as a highly sensitive individual will not necessarily experience severe symptoms during an allergic reaction. We identify the knowledge gaps that need to be addressed to improve our ability to better identify those most at risk of severe food-induced allergic reactions.

[Incomplete form of hypertrophc osteoarthropathy in a patient with breast cancer]

Hypertrophic osteoarthropathy is sometimes the paraneoplasic manifestation of cancer of pulmonary origin. It is rarely present in case of breast cancer, even at a metastatic stage. In its complete form, this entity includes periostitis (predominantly bilateral and affecting upper and lower limbs), digital clubbing and, rarely, arthritis. We report the case of a female patient with metastatic breast cancer and an incomplete form of hypertrophic osteoarthropathy, clearly asymetric and without digital clubbing.

Lifetimes of (214)Po and (212)Po measured with Counting Test Facility at Gran Sasso National Laboratory

The decays of (214)Po into (210)Pb and of (212)Po into (208)Pb tagged by the previous decays from (214)Bi and (212)Bi have been studied inserting quartz vials inside the Counting Test Facility (CTF) at the underground laboratory in Gran Sasso (LNGS). We find that the mean lifetime of (214)Po is (236.00 ± 0.42(stat) ± 0.15(syst)) μs and that of (212)Po is (425.1 ± 0.9(stat) ± 1.2(syst)) ns. Our results are compatible with previous measurements, have a much better signal to background ratio, and reduce the overall uncertainties.

What does practice development (PD) offer mental health-care contexts? A comparative case study of PD methods and outcomes

Practice development (PD) in mental health nursing has been progressing over the last decade; however, the level and impact of PD activity in the field of mental health remains poorly understood outside localized project impact. More specific reporting and comparative analysis of PD outcomes will improve this situation. In response, this paper presents three case scenarios from work taking place in Australia and New Zealand, as working examples of how PD methodologies have been applied within mental health practice settings. Using a comparative framework that captures the contributing assumptions, practices, processes and conditions imperative to effective PD work within a mental health-care context, three case vignettes are reviewed. The critical question driving this paper is 'what mental health-care services does PD offer in terms of transformational change approaches and the promotion of effective workplace cultures?' Conditions considered necessary for successful PD initiatives within mental health contexts are explored such as how PD converges and diverges with mental health-related theories, plus where and how PD activity best integrates with the specific elements associated with mental health-care provision. The findings are further reviewed in line with reports of PD outcomes from other fields of health care.

The secret food diary of a person diagnosed with schizophrenia

The objective was to consider the feasibility of food diaries as a method of understanding the dietary behaviour of people with schizophrenia. Examination of the food diaries completed in 1 week by eight patients with schizophrenia. All the patients were successful in completing the task. Examination of the food diaries revealed that: eating fruit and vegetables was largely absent; there was very little variety in most of the patients' diets; patients relied heavily on convenience food and ready meals for their main meal; as a rule patients followed an ordered mealtime routine; generally patients did not drink enough fluid; they were not big treat eaters; only one patient recorded drinking any alcohol; overall there appeared to be poor diet literacy in our small sample. The results show that on the whole, people with schizophrenia have a poor diet. This could be due to a combination of financial difficulty, lack of skills in food preparation, lack of motivation to prepare food or ignorance of what constitutes a healthy diet. The fact that they all managed to complete the task is perhaps evidence of motivation to improve their health and demonstrates the utility of food diaries in educating this population.

First evidence of pep solar neutrinos by direct detection in Borexino

We observed, for the first time, solar neutrinos in the 1.0-1.5 MeV energy range. We determined the rate of pep solar neutrino interactions in Borexino to be 3.1±0.6{stat}±0.3{syst}  counts/(day·100  ton). Assuming the pep neutrino flux predicted by the standard solar model, we obtained a constraint on the CNO solar neutrino interaction rate of <7.9  counts/(day·100  ton) (95% C.L.). The absence of the solar neutrino signal is disfavored at 99.97% C.L., while the absence of the pep signal is disfavored at 98% C.L. The necessary sensitivity was achieved by adopting data analysis techniques for the rejection of cosmogenic {11}C, the dominant background in the 1-2 MeV region. Assuming the Mikheyev-Smirnov-Wolfenstein large mixing angle solution to solar neutrino oscillations, these values correspond to solar neutrino fluxes of (1.6±0.3)×10{8}  cm{-2} s^{-1} and <7.7×10{8}  cm{-2} s{-1} (95% C.L.), respectively, in agreement with both the high and low metallicity standard solar models. These results represent the first direct evidence of the pep neutrino signal and the strongest constraint of the CNO solar neutrino flux to date.

A role for mental health nursing in the physical health care of consumers with severe mental illness

There is extensive international evidence that people with severe mental illness have a lower standard of physical health than the general population. This leads to higher morbidity and mortality rates. Many of the causes for this poor physical health are modifiable. Yet the physical needs of this consumer group are neglected by healthcare systems in Australia, and elsewhere. While medical specialists are clearly integral to remedying this, nurses are well placed to play a key role in focused prevention and early intervention in the physical well-being of consumers with mental health problems. This paper outlines the specifics on how mental health nurses can be sensitized, prepared and empowered to help turn this serious health issue around. In particular, mental health nurses could be trained in and then utilize a new physical health check and response system in the UK (called the Health Improvement Profile) if adapted for use within Australia. This profile will be briefly introduced, and then its value to improving health care discussed.

Educating healthcare professionals to act on the physical health needs of people with serious mental illness: a systematic search for evidence

Healthcare professionals in primary and secondary care should monitor the physical health of people with serious mental illness, yet in practice this does not appear to be a routine intervention. Our objective is to develop evidence-based training for healthcare professionals to enable them all to offer better physical care to this population. We performed a systematic search with the aim of evaluating the current evidence of the efficacy of education interventions. Search terms covered Severe Mental Illness, Physical Health and Education. The search yielded 147 papers, of which none were eligible for inclusion. A number of studies were excluded from this review as although there was an implicit education package provided to healthcare professionals, no information was reported on the outcomes of this education with regard to healthcare professionals' knowledge, attitudes and behaviours. The only information that these studies provided was patient-specific outcomes. It is vital that researchers start to publish details of healthcare professional education and their outcomes in physical health and serious mental illness research.

Precision measurement of the (7)Be solar neutrino interaction rate in Borexino

The rate of neutrino-electron elastic scattering interactions from 862 keV (7)Be solar neutrinos in Borexino is determined to be 46.0±1.5(stat)(-1.6)(+1.5)(syst) counts/(day·100  ton). This corresponds to a ν(e)-equivalent (7)Be solar neutrino flux of (3.10±0.15)×10(9)  cm(-2) s(-1) and, under the assumption of ν(e) transition to other active neutrino flavours, yields an electron neutrino survival probability of 0.51±0.07 at 862 keV. The no flavor change hypothesis is ruled out at 5.0 σ. A global solar neutrino analysis with free fluxes determines Φ(pp)=6.06(-0.06)(+0.02)×10(10)  cm(-2) s(-1) and Φ(CNO)<1.3×10(9)  cm(-2) s(-1) (95% C.L.). These results significantly improve the precision with which the Mikheyev-Smirnov-Wolfenstein large mixing angle neutrino oscillation model is experimentally tested at low energy.

Nature and quality of antipsychotic prescribing practice in UK psychiatry of intellectual disability services

BACKGROUND

Antipsychotics are perceived to be over-used in the management of behavioural problems in people with an intellectual disability (ID). Published guidelines have set good practice standards for the use of these drugs for behavioural indications. We sought to identify the range of indications for which antipsychotic drugs are prescribed in people with ID and to audit clinical practice against the standards.

METHOD

Data were collected from the clinical records of individuals with ID who were under the care of mental health services in the UK, and prescribed an antipsychotic drug.

RESULTS

The sample comprised 2319 patients from 39 clinical services. Twenty-seven per cent of the patients had a diagnosis of a psychotic illness (ICD-10 F20-29) and 27% an affective illness (ICD-10 F30-39). The proportion who did not have a psychiatric diagnosis ranged from 6% of those with borderline/mild ID to 21% of those with severe/profound ID. Overall, the most common indications for prescribing an antipsychotic drug were comorbid psychotic illness, anxiety and agitation, and a range of behavioural disturbances. The prevalence of use of antipsychotic drugs to manage challenging behaviour in the absence of concomitant mental illness increased with the severity of ID and accounted for almost half of prescriptions in those with severe/profound ID. Adherence to the audit standards related to documentation of clinical indications and review of efficacy was high. Side effect monitoring was less assiduous.

CONCLUSIONS

In clinical practice, most prescriptions for antipsychotic drugs in people with ID are consistent with the evidence base and the overall quality of prescribing practice, as measured against recognised standards, is good, although in some patients potentially remedial side effects may not be detected and treated.

Direct measurement of the 7Be solar neutrino flux with 192 days of borexino data

We report the direct measurement of the 7Be solar neutrino signal rate performed with the Borexino detector at the Laboratori Nazionali del Gran Sasso. The interaction rate of the 0.862 MeV 7Be neutrinos is 49+/-3stat+/-4syst counts/(day.100 ton). The hypothesis of no oscillation for 7Be solar neutrinos is inconsistent with our measurement at the 4sigma C.L. Our result is the first direct measurement of the survival probability for solar nu(e) in the transition region between matter-enhanced and vacuum-driven oscillations. The measurement improves the experimental determination of the flux of 7Be, pp, and CNO solar nu(e), and the limit on the effective neutrino magnetic moment using solar neutrinos.

Perspectives on the prevalence and treatment of personality disorder

Personality disorder (PD) is the most prevalent psychiatric disorder. A methodical literature search identified that PD is under researched compared with other mental health problems such as depression or schizophrenia. Social and psychotherapeutic approaches emerge as dominant treatment approaches with PD where there is good evidence of efficacy. Collaborative group-based therapeutic approaches appear to offer a therapeutic counterpoise to the anti-social traits often prevalent in PD. A retrospective analysis of formal group therapy on acute inpatient units (treating PD patients among other mental health disorders) reveals only one violent incident in over 40,000 treatment hours of formal group therapy. It is argued that group-based and social therapy should be the recommended treatment approach because these approaches have been shown to create a safe and contained milieu, establishing a good base for therapeutic gain with PD patients. The case for widening the scope of collaborative group and community-based therapies is considered and the merits and shortcomings of a key worker system with PD patients are critiqued.

Phenomenological and molecular-level Petri net modeling and simulation of long-term potentiation

Petri net-based modeling methods have been used in many research projects to represent biological systems. Among these, the hybrid functional Petri net (HFPN) was developed especially for biological modeling in order to provide biologists with a more intuitive Petri net-based method. In the literature, HFPNs are used to represent kinetic models at the molecular level. We present two models of long-term potentiation previously represented by differential equations which we have transformed into HFPN models: a phenomenological synapse model and a molecular-level model of the CaMKII regulation pathway. Through simulation, we obtained results similar to those of previous studies using these models. Our results open the way to a new type of modeling for systems biology where HFPNs are used to combine different levels of abstraction within one model. This approach can be useful in fully modeling a system at the molecular level when kinetic data is missing or when a full study of a system at the molecular level it is not within the scope of the research.

Using social marketing to increase recruitment of pregnant smokers to smoking cessation service: a success story

OBJECTIVES

To explore what it is like to be a pregnant smoker in Sunderland and to inform the development of a Smoking Cessation Programme; to use qualitative techniques to develop a cessation programme tailored to pregnant smokers.

STUDY DESIGN

The intervention follows years of social marketing research and development in Sunderland, Wearside, UK.

METHODS

Information derived from nine focus groups (mainly with women from deprived areas, social class C2D and E) provided insights into the issues facing smoking pregnant women. This information was then used to overcome barriers to smoking cessation using the principles of social marketing. The number of women recruited into a specially designed smoking cessation support initiative was compared with women recruited into comparable groups in the North East.

RESULTS

Recruitment of pregnant (and non-pregnant) smokers to the new NHS smoking cessation programme in Sunderland has increased during the intervention phase compared with neighbouring Primary Care Trust areas (in which different smoking cessation interventions targeted at pregnant women were being undertaken).

CONCLUSIONS

This innovative intervention has been successful in generating ideas, guiding development of a customer-friendly service and encouraging women to come forward for smoking cessation support during their pregnancy. The target population have welcomed the approach, and health professionals have enjoyed and benefited from the role play with professional actors.